Use the segmentAnythingModel object and its object functions to interactively segment objects in an image using visual prompts.
From the MATLAB® Toolstrip, open the Image Segmenter app. On the Apps tab, in the Image Processing and Computer Vision section, click Image Segmenter. On the app toolstrip, click Load Image, and then select Load Image from Workspace. In the Import from Workspace dialog box, select the ...
This MATLAB function segments all objects from the input lidar point cloud ptCloud using the pretrained Segment Anything Model (SAM), and returns the labels of all points in the point cloud and the confidence score for each segmented object.
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Raw images (512 × 512 pixels, 16-bit grayscale) were pre-processed by Wiener filtering (kernel size, 3 × 3) and contrast enhancement using a custom MATLAB script. Immunofluorescence images were manually segmented by two observers, reaching a consensus. During this process, features ...
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- for ``pred``, it looks like ``mapminmax(im2double(...))`` of matlab; - ``gt`` will be binarized by 128.:param pred: prediction :param gt: mask :return: pred, gt """ gt = gt > 128 # im2double, mapminmax pred = pred / 255 if pred.max() != pred.min()...